Importance: Mortality is high among patients heart failure (HF) who are receiving treatment, and therefore identifying new pathways rooted in preclinical cardiac remodeling phenotypes may afford novel biomarkers and therapeutic avenues. Circulating extracellular RNAs (ex-RNAs) are an emerging class of biomarkers with target-organ epigenetic effects relevant to myocardial biology, although large human investigations remain limited. Objective: To measure the association of highly expressed circulating ex-RNAs with left ventricular remodeling and incident HF in a community-based cohort. Design, Setting, and Participants: This is a prospective observational cohort study of individuals who were included in the eighth examination of the Framingham Offspring Cohort (2005-2008). Collected data include measurements of the left ventricle via electrocardiography, determination of circulating ex-RNAs in plasma, and incidence of heart failure. Data analysis was completed from December 2016 to June 2018. Exposures: A total of 398 circulating ex-RNA molecules in plasma were measured by reverse transcription polymerase chain reaction; disease ontology analysis was also performed. Main Outcomes and Measures: Echocardiographic indices of left ventricular (LV) remodeling and incident heart failure. Results: A total of 2763 participants of the Framingham Heart Study with measured ex-RNAs (mean [SD] age, 66.3 [9.0] years; 1499 [54.3%] female) were included in this study. Of this sample, 2429 to 2432 individuals had echocardiographic measures recorded (depending on the measurement). A total of 2681 individuals had HF status determined, of whom 116 (4.3%) experienced HF (median [interquartile range] follow-up, 7.7 [6.6-8.6] years). We identified 12 ex-RNAs associated with LV mass and at least 1 other echocardiographic phenotype (LV end-diastolic volume or left atrial dimension). Of these 12 ex-RNAs, 3 micro RNAs (miR-17, miR-20a, and miR-106b) were associated with a 15% reduction in long-term incident HF per 2-fold increase in circulating level during the follow-up period, after adjustments for age, sex, established HF risk factors, and prevalent or interim myocardial infarction. These 3 RNAs shared sequence homology and targeted a shared group of messenger RNAs that specified pathways relevant to HF (eg, transforming growth factor-β signaling, growth/cell cycle, and apoptosis), and shared a disease association with hypertension in disease ontology analysis. Conclusions and Relevance: This study identifies a group of circulating, noncoding RNAs associated with echocardiographic phenotypes, long-term incident HF, and pathways relevant to myocardial remodeling in a large community-based sample. Further investigations into the functional biology of these ex-RNAs are warranted for surveillance for HF prevention.
Importance: Mortality is high among patientsheart failure (HF) who are receiving treatment, and therefore identifying new pathways rooted in preclinical cardiac remodeling phenotypes may afford novel biomarkers and therapeutic avenues. Circulating extracellular RNAs (ex-RNAs) are an emerging class of biomarkers with target-organ epigenetic effects relevant to myocardial biology, although large human investigations remain limited. Objective: To measure the association of highly expressed circulating ex-RNAs with left ventricular remodeling and incident HF in a community-based cohort. Design, Setting, and Participants: This is a prospective observational cohort study of individuals who were included in the eighth examination of the Framingham Offspring Cohort (2005-2008). Collected data include measurements of the left ventricle via electrocardiography, determination of circulating ex-RNAs in plasma, and incidence of heart failure. Data analysis was completed from December 2016 to June 2018. Exposures: A total of 398 circulating ex-RNA molecules in plasma were measured by reverse transcription polymerase chain reaction; disease ontology analysis was also performed. Main Outcomes and Measures: Echocardiographic indices of left ventricular (LV) remodeling and incident heart failure. Results: A total of 2763 participants of the Framingham Heart Study with measured ex-RNAs (mean [SD] age, 66.3 [9.0] years; 1499 [54.3%] female) were included in this study. Of this sample, 2429 to 2432 individuals had echocardiographic measures recorded (depending on the measurement). A total of 2681 individuals had HF status determined, of whom 116 (4.3%) experienced HF (median [interquartile range] follow-up, 7.7 [6.6-8.6] years). We identified 12 ex-RNAs associated with LV mass and at least 1 other echocardiographic phenotype (LV end-diastolic volume or left atrial dimension). Of these 12 ex-RNAs, 3 micro RNAs (miR-17, miR-20a, and miR-106b) were associated with a 15% reduction in long-term incident HF per 2-fold increase in circulating level during the follow-up period, after adjustments for age, sex, established HF risk factors, and prevalent or interim myocardial infarction. These 3 RNAs shared sequence homology and targeted a shared group of messenger RNAs that specified pathways relevant to HF (eg, transforming growth factor-β signaling, growth/cell cycle, and apoptosis), and shared a disease association with hypertension in disease ontology analysis. Conclusions and Relevance: This study identifies a group of circulating, noncoding RNAs associated with echocardiographic phenotypes, long-term incident HF, and pathways relevant to myocardial remodeling in a large community-based sample. Further investigations into the functional biology of these ex-RNAs are warranted for surveillance for HF prevention.
Authors: Paul Shannon; Andrew Markiel; Owen Ozier; Nitin S Baliga; Jonathan T Wang; Daniel Ramage; Nada Amin; Benno Schwikowski; Trey Ideker Journal: Genome Res Date: 2003-11 Impact factor: 9.043
Authors: Raghava S Velagaleti; Philimon Gona; Michael J Pencina; Jayashri Aragam; Thomas J Wang; Daniel Levy; Ralph B D'Agostino; Douglas S Lee; William B Kannel; Emelia J Benjamin; Ramachandran S Vasan Journal: Am J Cardiol Date: 2013-10-04 Impact factor: 2.778
Authors: Bernhard M Kaess; Philimon Gona; Martin G Larson; Susan Cheng; Jayashree Aragam; Satish Kenchaiah; Emelia J Benjamin; Ramachandran S Vasan Journal: Heart Date: 2013-09-16 Impact factor: 5.994
Authors: Maxim V Kuleshov; Matthew R Jones; Andrew D Rouillard; Nicolas F Fernandez; Qiaonan Duan; Zichen Wang; Simon Koplev; Sherry L Jenkins; Kathleen M Jagodnik; Alexander Lachmann; Michael G McDermott; Caroline D Monteiro; Gregory W Gundersen; Avi Ma'ayan Journal: Nucleic Acids Res Date: 2016-05-03 Impact factor: 16.971
Authors: Denise N Slenter; Martina Kutmon; Kristina Hanspers; Anders Riutta; Jacob Windsor; Nuno Nunes; Jonathan Mélius; Elisa Cirillo; Susan L Coort; Daniela Digles; Friederike Ehrhart; Pieter Giesbertz; Marianthi Kalafati; Marvin Martens; Ryan Miller; Kozo Nishida; Linda Rieswijk; Andra Waagmeester; Lars M T Eijssen; Chris T Evelo; Alexander R Pico; Egon L Willighagen Journal: Nucleic Acids Res Date: 2018-01-04 Impact factor: 16.971
Authors: Jane E Freedman; Mark Gerstein; Eric Mick; Joel Rozowsky; Daniel Levy; Robert Kitchen; Saumya Das; Ravi Shah; Kirsty Danielson; Lea Beaulieu; Fabio C P Navarro; Yaoyu Wang; Timur R Galeev; Alex Holman; Raymond Y Kwong; Venkatesh Murthy; Selim E Tanriverdi; Milka Koupenova-Zamor; Ekaterina Mikhalev; Kahraman Tanriverdi Journal: Nat Commun Date: 2016-04-26 Impact factor: 14.919
Authors: Khanh-Van Tran; Kahraman Tanriverdi; Gerard P Aurigemma; Darleen Lessard; Mayank Sardana; Matthew Parker; Amir Shaikh; Matthew Gottbrecht; Zachary Milstone; Selim Tanriverdi; Olga Vitseva; John F Keaney; Catarina I Kiefe; David D McManus; Jane E Freedman Journal: J Clin Transl Res Date: 2019-06-08
Authors: Aditya Vaze; Khanh-Van Tran; Kahraman Tanriverdi; Mayank Sardana; Darleen Lessard; J Kevin Donahue; Bruce Barton; Gerard Aurigemma; Steven A Lubitz; Honghuang Lin; George H Nasr; Amiya Mandapati; Emelia J Benjamin; Ramachandran S Vasan; Jane E Freedman; David D McManus Journal: PLoS One Date: 2020-08-19 Impact factor: 3.752
Authors: Chike C Nwabuo; Meredith Duncan; Vanessa Xanthakis; Linda R Peterson; Gary F Mitchell; David McManus; Susan Cheng; Ramachandran S Vasan Journal: J Am Heart Assoc Date: 2019-09-24 Impact factor: 5.501
Authors: Dominik Jenča; Vojtěch Melenovský; Josef Stehlik; Vladimír Staněk; Jiří Kettner; Josef Kautzner; Věra Adámková; Peter Wohlfahrt Journal: ESC Heart Fail Date: 2020-12-14